What is answer engine optimization (AEO) for a local business?

The customer now asks for a recommendation, not a list

For twenty years a customer typed a phrase into Google, got ten links and chose. Now a growing share of them ask an assistant a question in plain English — "who should I call about a leaking water heater in Tampa?" — and get one name, occasionally three, with a sentence of reasoning. There is no page two of that conversation. Either the name is yours or it is someone else's.

The numbers behind that shift are not ours. HubSpot, which tracks AI referrals across its own properties, reports that a visitor who arrives from an AI answer converts at five to thirteen times the rate of one who arrives from a search result. That is what a recommendation does that a link cannot: the customer has already been told who to call.

Ranking well is no longer the same as being named

The instinct is to assume the assistant reads Google's page one and repeats it. It does not, or not mostly. HubSpot's analysis found that about sixty percent of what AI assistants cite does not come from the top of traditional search rankings. The assistants read directories, review platforms, manufacturer pages, community threads and the business's own site, and they weigh what they can quote with confidence.

So a business can hold the top map-pack position for its trade and still be absent from the answer, because the thing that earned the ranking — reviews on Google — is not on a page the assistant can cite for "best plumber in Tampa". That is the whole gap AEO closes.

AEO, defined

Answer engine optimization is the practice of making a business the answer an AI assistant gives — ChatGPT, Claude, Gemini, Perplexity, Copilot — when someone asks a question the business should be the answer to. It has two halves that are usually collapsed into one.

Branded: the customer already has your name and asks the assistant whether you are any good. Almost every business with reviews does fine here. Unbranded: the customer asks "who should I call?" with no name in the question. This is the half that brings in customers, and for most local businesses the score is zero out of four.

How it differs from SEO, in one sentence

SEO earns a click from a list; AEO earns the name in a single answer. The tactics overlap — a readable page helps both — but the target is different. An SEO campaign can succeed while the assistant never says your name, and it does, routinely, because the reviews that won the ranking live on Google and not on a page the assistant can cite.

The four things an assistant reads, in order

In every check we run, the same pattern holds. When an assistant names a business it can point to what it read, and what it read is usually one of four things.

What we build, and what we measure

We take your Google reviews and publish them as an AI-readable review site on a domain you own: every review, your services and service area, an FAQ answered from the reviews, llms.txt, schema, a reviews feed and an MCP manifest. Then we ask the three assistants the eight questions a customer asks before hiring, every month, and report whether you were named, on which platform, and who was named instead.

The free check is the same measurement, run once, before you decide anything. $20/month after that. Try it for 14 days. If it isn't what we said, we refund your first month in full and take the site down.